From d9a6f86ebff562b57347372b9dbbdfe13538413b Mon Sep 17 00:00:00 2001 From: ajnebro Date: Mon, 3 Jul 2023 11:46:08 +0200 Subject: [PATCH] Update file QualityIndicatorSummary.csv --- .../experiment/QualityIndicatorSummary.csv | 38314 +++++++++++++--- 1 file changed, 31835 insertions(+), 6479 deletions(-) diff --git a/examples/experiment/QualityIndicatorSummary.csv b/examples/experiment/QualityIndicatorSummary.csv index 5eba8e7c..29ae3962 100644 --- a/examples/experiment/QualityIndicatorSummary.csv +++ b/examples/experiment/QualityIndicatorSummary.csv @@ -1,6495 +1,31851 @@ Algorithm,Problem,IndicatorName,ExecutionId,IndicatorValue -NSGAII,ZDT1,EP,0,0.01241106272689907 -NSGAII,ZDT1,EP,1,0.014488871733202013 -NSGAII,ZDT1,EP,2,0.012485501845752575 -NSGAII,ZDT1,EP,3,0.010478418717947857 -NSGAII,ZDT1,EP,4,0.01331275030048995 -NSGAII,ZDT1,EP,5,0.011738668788538298 -NSGAII,ZDT1,EP,6,0.013096127056288116 -NSGAII,ZDT1,EP,7,0.0131621809547256 -NSGAII,ZDT1,EP,8,0.012787099958322945 -NSGAII,ZDT1,EP,9,0.012893291712329918 -NSGAII,ZDT1,EP,10,0.01675255531195785 -NSGAII,ZDT1,EP,11,0.012814162808927665 -NSGAII,ZDT1,EP,12,0.011809214419868153 -NSGAII,ZDT1,EP,13,0.011888154133644302 -NSGAII,ZDT1,EP,14,0.013098510876574883 -NSGAII,ZDT1,EP,15,0.012773550677981249 -NSGAII,ZDT1,EP,16,0.01349425400130222 -NSGAII,ZDT1,EP,17,0.011645333678829195 -NSGAII,ZDT1,EP,18,0.013032041219729895 -NSGAII,ZDT1,EP,19,0.01628192076219781 -NSGAII,ZDT1,EP,20,0.01332815210898719 -NSGAII,ZDT1,EP,21,0.014129684829546352 -NSGAII,ZDT1,EP,22,0.01409316052414153 -NSGAII,ZDT1,EP,23,0.011553608719312491 -NSGAII,ZDT1,EP,24,0.013621831005334928 -NSGAII,ZDT2,EP,0,0.01376172411579013 -NSGAII,ZDT2,EP,1,0.015043205007683302 -NSGAII,ZDT2,EP,2,0.0178332373659984 -NSGAII,ZDT2,EP,3,0.009629463588023524 -NSGAII,ZDT2,EP,4,0.012589590534104467 -NSGAII,ZDT2,EP,5,0.013787811764686575 -NSGAII,ZDT2,EP,6,0.011114045768414016 -NSGAII,ZDT2,EP,7,0.012782060603019563 -NSGAII,ZDT2,EP,8,0.012071837655434625 -NSGAII,ZDT2,EP,9,0.012465844583298802 -NSGAII,ZDT2,EP,10,0.012378395366842931 -NSGAII,ZDT2,EP,11,0.012719813938449731 -NSGAII,ZDT2,EP,12,0.009635946200085344 -NSGAII,ZDT2,EP,13,0.013196763825283675 -NSGAII,ZDT2,EP,14,0.012439684634905412 -NSGAII,ZDT2,EP,15,0.010202090047427115 -NSGAII,ZDT2,EP,16,0.012178132761183957 -NSGAII,ZDT2,EP,17,0.010032030423126281 -NSGAII,ZDT2,EP,18,0.011561805330308372 -NSGAII,ZDT2,EP,19,0.01953239506680582 -NSGAII,ZDT2,EP,20,0.013066141975190293 -NSGAII,ZDT2,EP,21,0.013371518542512617 -NSGAII,ZDT2,EP,22,0.012480330503558568 -NSGAII,ZDT2,EP,23,0.011463004575512081 -NSGAII,ZDT2,EP,24,0.013761043004795082 -NSGAII,ZDT3,EP,0,0.010211400981052957 -NSGAII,ZDT3,EP,1,0.008190407122756704 -NSGAII,ZDT3,EP,2,0.007039695534338253 -NSGAII,ZDT3,EP,3,0.00937777274004259 -NSGAII,ZDT3,EP,4,0.008140572317583777 -NSGAII,ZDT3,EP,5,0.007357888966523379 -NSGAII,ZDT3,EP,6,0.011096487114906572 -NSGAII,ZDT3,EP,7,0.006518616965890844 -NSGAII,ZDT3,EP,8,0.007324275822043647 -NSGAII,ZDT3,EP,9,0.0074062856887581185 -NSGAII,ZDT3,EP,10,0.17800711589210116 -NSGAII,ZDT3,EP,11,0.01048612359434431 -NSGAII,ZDT3,EP,12,0.008058070056826905 -NSGAII,ZDT3,EP,13,0.007169213258694795 -NSGAII,ZDT3,EP,14,0.008110957346464165 -NSGAII,ZDT3,EP,15,0.00839594979903946 -NSGAII,ZDT3,EP,16,0.006746725416581333 -NSGAII,ZDT3,EP,17,0.0076256303522246605 -NSGAII,ZDT3,EP,18,0.010467049454404354 -NSGAII,ZDT3,EP,19,0.005025406802185883 -NSGAII,ZDT3,EP,20,0.007817730879684404 -NSGAII,ZDT3,EP,21,0.011868950804928793 -NSGAII,ZDT3,EP,22,0.00813107361378141 -NSGAII,ZDT3,EP,23,0.00728208812394926 -NSGAII,ZDT3,EP,24,0.006863224209508356 -NSGAII,ZDT4,EP,0,0.015548148241750825 -NSGAII,ZDT4,EP,1,0.08151723880936095 -NSGAII,ZDT4,EP,2,0.012038516989676284 -NSGAII,ZDT4,EP,3,0.07798592846939356 -NSGAII,ZDT4,EP,4,0.043542503072884674 -NSGAII,ZDT4,EP,5,0.014292458021926024 -NSGAII,ZDT4,EP,6,0.012834099039793045 -NSGAII,ZDT4,EP,7,0.011699291243634002 -NSGAII,ZDT4,EP,8,0.01655159248118554 -NSGAII,ZDT4,EP,9,0.03014357368532187 -NSGAII,ZDT4,EP,10,0.015007955156506159 -NSGAII,ZDT4,EP,11,0.010853049027790329 -NSGAII,ZDT4,EP,12,0.017881307063418395 -NSGAII,ZDT4,EP,13,0.013064278793449957 -NSGAII,ZDT4,EP,14,0.011929705310045599 -NSGAII,ZDT4,EP,15,0.012711665657275883 -NSGAII,ZDT4,EP,16,0.012055942885754511 -NSGAII,ZDT4,EP,17,0.015877313788337677 -NSGAII,ZDT4,EP,18,0.014265232056463156 -NSGAII,ZDT4,EP,19,0.011536237625454748 -NSGAII,ZDT4,EP,20,0.013014301131177741 -NSGAII,ZDT4,EP,21,0.011556789675857299 -NSGAII,ZDT4,EP,22,0.017471676377357748 -NSGAII,ZDT4,EP,23,0.017849824155544425 -NSGAII,ZDT4,EP,24,0.014040295595287633 -NSGAII,ZDT6,EP,0,0.016951176517737143 -NSGAII,ZDT6,EP,1,0.019926982030720186 -NSGAII,ZDT6,EP,2,0.018454770915480978 -NSGAII,ZDT6,EP,3,0.02126118234236357 -NSGAII,ZDT6,EP,4,0.017764337555474796 -NSGAII,ZDT6,EP,5,0.015708324538560525 -NSGAII,ZDT6,EP,6,0.014938200910716265 -NSGAII,ZDT6,EP,7,0.015407549728869041 -NSGAII,ZDT6,EP,8,0.01493405527179345 -NSGAII,ZDT6,EP,9,0.01984254636673166 -NSGAII,ZDT6,EP,10,0.015569204875226172 -NSGAII,ZDT6,EP,11,0.020030502746597123 -NSGAII,ZDT6,EP,12,0.016877225372376903 -NSGAII,ZDT6,EP,13,0.01590150632716336 -NSGAII,ZDT6,EP,14,0.019448215795093815 -NSGAII,ZDT6,EP,15,0.019357430392190567 -NSGAII,ZDT6,EP,16,0.01742796723508172 -NSGAII,ZDT6,EP,17,0.01793206165911443 -NSGAII,ZDT6,EP,18,0.020137506287296075 -NSGAII,ZDT6,EP,19,0.015889422653400653 -NSGAII,ZDT6,EP,20,0.01583506148206626 -NSGAII,ZDT6,EP,21,0.020778094667747382 -NSGAII,ZDT6,EP,22,0.018184172046713132 -NSGAII,ZDT6,EP,23,0.014816097282964513 -NSGAII,ZDT6,EP,24,0.020273755147926953 -NSGAII,DTLZ1,EP,0,0.01738883238024741 -NSGAII,DTLZ1,EP,1,0.015865810308460793 -NSGAII,DTLZ1,EP,2,0.5265974926565778 -NSGAII,DTLZ1,EP,3,0.01676759097533337 -NSGAII,DTLZ1,EP,4,0.019425258478272256 -NSGAII,DTLZ1,EP,5,0.015835379783585235 -NSGAII,DTLZ1,EP,6,0.015036597230902116 -NSGAII,DTLZ1,EP,7,0.012633610698753434 -NSGAII,DTLZ1,EP,8,0.01091355074513134 -NSGAII,DTLZ1,EP,9,0.011818928990956046 -NSGAII,DTLZ1,EP,10,0.02151435112344985 -NSGAII,DTLZ1,EP,11,0.014155518408452611 -NSGAII,DTLZ1,EP,12,0.016557668406119552 -NSGAII,DTLZ1,EP,13,0.014767547598516895 -NSGAII,DTLZ1,EP,14,0.014728920480563401 -NSGAII,DTLZ1,EP,15,0.011317043273862626 -NSGAII,DTLZ1,EP,16,0.013046345856025598 -NSGAII,DTLZ1,EP,17,0.01947911546850911 -NSGAII,DTLZ1,EP,18,0.016387541789731203 -NSGAII,DTLZ1,EP,19,0.012309505209486149 -NSGAII,DTLZ1,EP,20,0.014649372365110961 -NSGAII,DTLZ1,EP,21,0.016684326464106225 -NSGAII,DTLZ1,EP,22,0.022188472398190995 -NSGAII,DTLZ1,EP,23,0.012708335733743636 -NSGAII,DTLZ1,EP,24,0.015046684579232972 -NSGAII,DTLZ2,EP,0,0.013271827737243447 -NSGAII,DTLZ2,EP,1,0.015334789239091706 -NSGAII,DTLZ2,EP,2,0.010438758018424199 -NSGAII,DTLZ2,EP,3,0.013989508207826185 -NSGAII,DTLZ2,EP,4,0.01037593983727414 -NSGAII,DTLZ2,EP,5,0.013953217853973299 -NSGAII,DTLZ2,EP,6,0.012350002136246485 -NSGAII,DTLZ2,EP,7,0.01506439722909858 -NSGAII,DTLZ2,EP,8,0.018648223805445507 -NSGAII,DTLZ2,EP,9,0.013461629508064843 -NSGAII,DTLZ2,EP,10,0.010740626610047044 -NSGAII,DTLZ2,EP,11,0.010497902194111841 -NSGAII,DTLZ2,EP,12,0.011526238479534157 -NSGAII,DTLZ2,EP,13,0.010946184237138334 -NSGAII,DTLZ2,EP,14,0.01161522064461673 -NSGAII,DTLZ2,EP,15,0.011545703821919329 -NSGAII,DTLZ2,EP,16,0.01094866972690589 -NSGAII,DTLZ2,EP,17,0.012618267994566779 -NSGAII,DTLZ2,EP,18,0.00934696389947598 -NSGAII,DTLZ2,EP,19,0.019961234998949196 -NSGAII,DTLZ2,EP,20,0.012043574672436552 -NSGAII,DTLZ2,EP,21,0.013044304467859313 -NSGAII,DTLZ2,EP,22,0.009340033241360013 -NSGAII,DTLZ2,EP,23,0.010152995794492359 -NSGAII,DTLZ2,EP,24,0.009982256392418232 -NSGAII,DTLZ3,EP,0,0.26202212673740455 -NSGAII,DTLZ3,EP,1,0.039454598251641326 -NSGAII,DTLZ3,EP,2,1.270838502625815 -NSGAII,DTLZ3,EP,3,0.09153349022472002 -NSGAII,DTLZ3,EP,4,2.209255341027367 -NSGAII,DTLZ3,EP,5,1.201550784083866 -NSGAII,DTLZ3,EP,6,0.06486917820234522 -NSGAII,DTLZ3,EP,7,1.0665332944997707 -NSGAII,DTLZ3,EP,8,1.0925324470942117 -NSGAII,DTLZ3,EP,9,0.29163018344874736 -NSGAII,DTLZ3,EP,10,0.15933062759915428 -NSGAII,DTLZ3,EP,11,1.0877392221796596 -NSGAII,DTLZ3,EP,12,0.8445047399484034 -NSGAII,DTLZ3,EP,13,0.1922206296756337 -NSGAII,DTLZ3,EP,14,1.3599989043939238 -NSGAII,DTLZ3,EP,15,0.4621581425836486 -NSGAII,DTLZ3,EP,16,0.1934335947772879 -NSGAII,DTLZ3,EP,17,1.1062892331327179 -NSGAII,DTLZ3,EP,18,0.23943839331870975 -NSGAII,DTLZ3,EP,19,0.882000717696617 -NSGAII,DTLZ3,EP,20,0.8910217973908396 -NSGAII,DTLZ3,EP,21,0.8503678882495903 -NSGAII,DTLZ3,EP,22,0.912193938724306 -NSGAII,DTLZ3,EP,23,1.0781301951179332 -NSGAII,DTLZ3,EP,24,0.14801829287545687 -NSGAII,DTLZ4,EP,0,1.000000100888703 -NSGAII,DTLZ4,EP,1,0.016086286773094205 -NSGAII,DTLZ4,EP,2,0.01155047822847255 -NSGAII,DTLZ4,EP,3,0.012794595098870043 -NSGAII,DTLZ4,EP,4,0.016260116574072336 -NSGAII,DTLZ4,EP,5,1.0000000577858281 -NSGAII,DTLZ4,EP,6,1.0000000199117343 -NSGAII,DTLZ4,EP,7,0.009459290138296494 -NSGAII,DTLZ4,EP,8,0.010438371039664496 -NSGAII,DTLZ4,EP,9,0.010430289363758005 -NSGAII,DTLZ4,EP,10,0.009755912245015597 -NSGAII,DTLZ4,EP,11,0.013108669967366149 -NSGAII,DTLZ4,EP,12,1.0000000851871638 -NSGAII,DTLZ4,EP,13,1.0000000560020252 -NSGAII,DTLZ4,EP,14,0.010827617338430184 -NSGAII,DTLZ4,EP,15,0.010761433035135881 -NSGAII,DTLZ4,EP,16,0.012051802388231891 -NSGAII,DTLZ4,EP,17,1.0000001691428984 -NSGAII,DTLZ4,EP,18,0.009921282818292187 -NSGAII,DTLZ4,EP,19,0.010905747107665342 -NSGAII,DTLZ4,EP,20,1.0000000286092463 -NSGAII,DTLZ4,EP,21,0.011435079581113228 -NSGAII,DTLZ4,EP,22,1.0000000620412748 -NSGAII,DTLZ4,EP,23,0.012408817679903983 -NSGAII,DTLZ4,EP,24,1.000000062549257 -NSGAII,DTLZ5,EP,0,0.018112950418534002 -NSGAII,DTLZ5,EP,1,0.019106006981863488 -NSGAII,DTLZ5,EP,2,0.010892036089812818 -NSGAII,DTLZ5,EP,3,0.01232785395078817 -NSGAII,DTLZ5,EP,4,0.010996699428159284 -NSGAII,DTLZ5,EP,5,0.01344305293596304 -NSGAII,DTLZ5,EP,6,0.010838649809141843 -NSGAII,DTLZ5,EP,7,0.022719994060520887 -NSGAII,DTLZ5,EP,8,0.010636506116859845 -NSGAII,DTLZ5,EP,9,0.012524042353306841 -NSGAII,DTLZ5,EP,10,0.008387725172114946 -NSGAII,DTLZ5,EP,11,0.012608710255563205 -NSGAII,DTLZ5,EP,12,0.010082989412723231 -NSGAII,DTLZ5,EP,13,0.010980772461101296 -NSGAII,DTLZ5,EP,14,0.010074556925014466 -NSGAII,DTLZ5,EP,15,0.008468750065194874 -NSGAII,DTLZ5,EP,16,0.008092235838420003 -NSGAII,DTLZ5,EP,17,0.01097945026818864 -NSGAII,DTLZ5,EP,18,0.010393088818722362 -NSGAII,DTLZ5,EP,19,0.010011575042872867 -NSGAII,DTLZ5,EP,20,0.013456273548293818 -NSGAII,DTLZ5,EP,21,0.009265817090884032 -NSGAII,DTLZ5,EP,22,0.013207137624695386 -NSGAII,DTLZ5,EP,23,0.01093558237941994 -NSGAII,DTLZ5,EP,24,0.01386157628782203 -NSGAII,DTLZ6,EP,0,0.011158497276596013 -NSGAII,DTLZ6,EP,1,0.022903922924201403 -NSGAII,DTLZ6,EP,2,0.04152774846939078 -NSGAII,DTLZ6,EP,3,0.044136760072728265 -NSGAII,DTLZ6,EP,4,0.016761300491900943 -NSGAII,DTLZ6,EP,5,0.01583777102893691 -NSGAII,DTLZ6,EP,6,0.010415965736728539 -NSGAII,DTLZ6,EP,7,0.02489548262350305 -NSGAII,DTLZ6,EP,8,0.018139171832143197 -NSGAII,DTLZ6,EP,9,0.06247705585070484 -NSGAII,DTLZ6,EP,10,0.057218217991925946 -NSGAII,DTLZ6,EP,11,0.01454331642099449 -NSGAII,DTLZ6,EP,12,0.02679883637045999 -NSGAII,DTLZ6,EP,13,0.025760820661456796 -NSGAII,DTLZ6,EP,14,0.04244771842800105 -NSGAII,DTLZ6,EP,15,0.029190866130996584 -NSGAII,DTLZ6,EP,16,0.01242102389955635 -NSGAII,DTLZ6,EP,17,0.04829622504586839 -NSGAII,DTLZ6,EP,18,0.010832340850612576 -NSGAII,DTLZ6,EP,19,0.04682550788417894 -NSGAII,DTLZ6,EP,20,0.02657066579259837 -NSGAII,DTLZ6,EP,21,0.010218227036113636 -NSGAII,DTLZ6,EP,22,0.026144743064362208 -NSGAII,DTLZ6,EP,23,0.040850517033878875 -NSGAII,DTLZ6,EP,24,0.061187936423699574 -NSGAII,DTLZ7,EP,0,0.008924318760268085 -NSGAII,DTLZ7,EP,1,0.00885809966421347 -NSGAII,DTLZ7,EP,2,0.008204391201414479 -NSGAII,DTLZ7,EP,3,0.013276919880646165 -NSGAII,DTLZ7,EP,4,0.013994280257318609 -NSGAII,DTLZ7,EP,5,0.007456556214536447 -NSGAII,DTLZ7,EP,6,0.013072408626471368 -NSGAII,DTLZ7,EP,7,0.008602825977433587 -NSGAII,DTLZ7,EP,8,0.01199736795348641 -NSGAII,DTLZ7,EP,9,0.010357362349918714 -NSGAII,DTLZ7,EP,10,0.009502062201663962 -NSGAII,DTLZ7,EP,11,0.00847707501963152 -NSGAII,DTLZ7,EP,12,0.007490864763797789 -NSGAII,DTLZ7,EP,13,0.007880694359485185 -NSGAII,DTLZ7,EP,14,0.006630180487355639 -NSGAII,DTLZ7,EP,15,0.006632909356513644 -NSGAII,DTLZ7,EP,16,0.008456920820125155 -NSGAII,DTLZ7,EP,17,0.012566953221398364 -NSGAII,DTLZ7,EP,18,0.007609858499952549 -NSGAII,DTLZ7,EP,19,0.008763390105989588 -NSGAII,DTLZ7,EP,20,0.009258174788929652 -NSGAII,DTLZ7,EP,21,0.008150104710871131 -NSGAII,DTLZ7,EP,22,0.01230170101166381 -NSGAII,DTLZ7,EP,23,0.011783773403131081 -NSGAII,DTLZ7,EP,24,0.007700367117721818 -NSGAII,WFG1,EP,0,0.10120148439142851 -NSGAII,WFG1,EP,1,0.5574146718899221 -NSGAII,WFG1,EP,2,0.15630995073438925 -NSGAII,WFG1,EP,3,0.451223109380458 -NSGAII,WFG1,EP,4,0.4065116536697042 -NSGAII,WFG1,EP,5,0.4984644271639206 -NSGAII,WFG1,EP,6,0.1993724453273404 -NSGAII,WFG1,EP,7,0.36015582337451235 -NSGAII,WFG1,EP,8,0.24290985646740026 -NSGAII,WFG1,EP,9,0.286132055550772 -NSGAII,WFG1,EP,10,0.26482513207366726 -NSGAII,WFG1,EP,11,0.539630535453442 -NSGAII,WFG1,EP,12,0.18552408293352202 -NSGAII,WFG1,EP,13,0.37905117031475066 -NSGAII,WFG1,EP,14,0.4083051890268535 -NSGAII,WFG1,EP,15,0.5841475010138035 -NSGAII,WFG1,EP,16,0.26904884063544954 -NSGAII,WFG1,EP,17,0.5717843528359886 -NSGAII,WFG1,EP,18,0.10679636663599679 -NSGAII,WFG1,EP,19,0.42154801323426205 -NSGAII,WFG1,EP,20,0.12705212054005083 -NSGAII,WFG1,EP,21,0.44495054871031436 -NSGAII,WFG1,EP,22,0.1525759847392233 -NSGAII,WFG1,EP,23,0.6740170304852312 -NSGAII,WFG1,EP,24,0.08306329327180467 -NSGAII,WFG2,EP,0,0.0054392490146811245 -NSGAII,WFG2,EP,1,0.18150805483210808 -NSGAII,WFG2,EP,2,0.004375738827690601 -NSGAII,WFG2,EP,3,0.007732125831963754 -NSGAII,WFG2,EP,4,0.181656535340701 -NSGAII,WFG2,EP,5,0.18150359417497514 -NSGAII,WFG2,EP,6,0.004698411699236904 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-AutoMOPSO,ZDT3,EP,0,0.003556822545243497 -AutoMOPSO,ZDT3,EP,1,0.0029352114139623575 -AutoMOPSO,ZDT3,EP,2,0.002715244583677237 -AutoMOPSO,ZDT3,EP,3,0.0028620849145569727 -AutoMOPSO,ZDT3,EP,4,0.002992294741251152 -AutoMOPSO,ZDT3,EP,5,0.002948896200400092 -AutoMOPSO,ZDT3,EP,6,0.0030573325096329446 -AutoMOPSO,ZDT3,EP,7,0.002793906120084011 -AutoMOPSO,ZDT3,EP,8,0.0031860707586188752 -AutoMOPSO,ZDT3,EP,9,0.0030947028866515694 -AutoMOPSO,ZDT3,EP,10,0.003481380141623025 -AutoMOPSO,ZDT3,EP,11,0.0032751925317281603 -AutoMOPSO,ZDT3,EP,12,0.0029357744512908956 -AutoMOPSO,ZDT3,EP,13,0.003010838852735521 -AutoMOPSO,ZDT3,EP,14,0.0028684540585166562 -AutoMOPSO,ZDT3,EP,15,0.002983263657561741 -AutoMOPSO,ZDT3,EP,16,0.0029127215958395514 -AutoMOPSO,ZDT3,EP,17,0.0028090607448207905 -AutoMOPSO,ZDT3,EP,18,0.002623777194530885 -AutoMOPSO,ZDT3,EP,19,0.0028016252955544163 -AutoMOPSO,ZDT3,EP,20,0.002743422955301389 -AutoMOPSO,ZDT3,EP,21,0.003045426626561265 -AutoMOPSO,ZDT3,EP,22,0.0029745145047122 -AutoMOPSO,ZDT3,EP,23,0.0027507804434576955 -AutoMOPSO,ZDT3,EP,24,0.003125728637328334 -AutoMOPSO,ZDT4,EP,0,0.005087215366313846 -AutoMOPSO,ZDT4,EP,1,0.005174273553522957 -AutoMOPSO,ZDT4,EP,2,0.004948151306064852 -AutoMOPSO,ZDT4,EP,3,0.005347575030337781 -AutoMOPSO,ZDT4,EP,4,0.005363149458705113 -AutoMOPSO,ZDT4,EP,5,0.005046325671716312 -AutoMOPSO,ZDT4,EP,6,0.005124416747515237 -AutoMOPSO,ZDT4,EP,7,0.005184236861172031 -AutoMOPSO,ZDT4,EP,8,0.005024522000502518 -AutoMOPSO,ZDT4,EP,9,0.00498205371760993 -AutoMOPSO,ZDT4,EP,10,0.005188582009920131 -AutoMOPSO,ZDT4,EP,11,0.005012063405311476 -AutoMOPSO,ZDT4,EP,12,0.005659752947618557 -AutoMOPSO,ZDT4,EP,13,0.005276279727923994 -AutoMOPSO,ZDT4,EP,14,0.005005368623581764 -AutoMOPSO,ZDT4,EP,15,0.0052079798709203096 -AutoMOPSO,ZDT4,EP,16,0.0050619707971232275 -AutoMOPSO,ZDT4,EP,17,0.005114334348432253 -AutoMOPSO,ZDT4,EP,18,0.005126523404110017 -AutoMOPSO,ZDT4,EP,19,0.005314906970614541 -AutoMOPSO,ZDT4,EP,20,0.004967746132688161 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-AutoMOPSO,DTLZ1,EP,17,0.005994584078202692 -AutoMOPSO,DTLZ1,EP,18,0.007116849767442486 -AutoMOPSO,DTLZ1,EP,19,0.5 -AutoMOPSO,DTLZ1,EP,20,0.00577370126342891 -AutoMOPSO,DTLZ1,EP,21,0.006144135340222068 -AutoMOPSO,DTLZ1,EP,22,0.005702979689251153 -AutoMOPSO,DTLZ1,EP,23,0.005771171236981412 -AutoMOPSO,DTLZ1,EP,24,0.005704342914719385 -AutoMOPSO,DTLZ2,EP,0,0.004519662054045859 -AutoMOPSO,DTLZ2,EP,1,0.004424303994468692 -AutoMOPSO,DTLZ2,EP,2,0.004428582256033486 -AutoMOPSO,DTLZ2,EP,3,0.004473368132117184 -AutoMOPSO,DTLZ2,EP,4,0.004591071082374887 -AutoMOPSO,DTLZ2,EP,5,0.004528464261809195 -AutoMOPSO,DTLZ2,EP,6,0.004540862155047787 -AutoMOPSO,DTLZ2,EP,7,0.004686800241492484 -AutoMOPSO,DTLZ2,EP,8,0.00472881303744721 -AutoMOPSO,DTLZ2,EP,9,0.004637084104870071 -AutoMOPSO,DTLZ2,EP,10,0.004647474107363547 -AutoMOPSO,DTLZ2,EP,11,0.004640741926938752 -AutoMOPSO,DTLZ2,EP,12,0.004783404710248296 -AutoMOPSO,DTLZ2,EP,13,0.004346796117229101 -AutoMOPSO,DTLZ2,EP,14,0.004415673783326968 -AutoMOPSO,DTLZ2,EP,15,0.004287328781141131 -AutoMOPSO,DTLZ2,EP,16,0.0045535373473950536 -AutoMOPSO,DTLZ2,EP,17,0.0044166179788422966 -AutoMOPSO,DTLZ2,EP,18,0.00457987644038238 -AutoMOPSO,DTLZ2,EP,19,0.004389032783720492 -AutoMOPSO,DTLZ2,EP,20,0.004581079273241362 -AutoMOPSO,DTLZ2,EP,21,0.004733363008459834 -AutoMOPSO,DTLZ2,EP,22,0.004692325130596697 -AutoMOPSO,DTLZ2,EP,23,0.004392529864174488 -AutoMOPSO,DTLZ2,EP,24,0.004551847935724607 -AutoMOPSO,DTLZ3,EP,0,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,1,0.7071067811865475 -AutoMOPSO,DTLZ3,EP,2,0.005603389657896862 -AutoMOPSO,DTLZ3,EP,3,0.004301274672119271 -AutoMOPSO,DTLZ3,EP,4,18.37607724611471 -AutoMOPSO,DTLZ3,EP,5,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,6,0.004845307191003623 -AutoMOPSO,DTLZ3,EP,7,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,8,0.005181590399394254 -AutoMOPSO,DTLZ3,EP,9,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,10,0.004288008616304739 -AutoMOPSO,DTLZ3,EP,11,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,12,0.004659734661097703 -AutoMOPSO,DTLZ3,EP,13,0.005945664179548227 -AutoMOPSO,DTLZ3,EP,14,0.004328889141301029 -AutoMOPSO,DTLZ3,EP,15,0.004517676743212462 -AutoMOPSO,DTLZ3,EP,16,0.009812849725864714 -AutoMOPSO,DTLZ3,EP,17,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,18,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,19,0.004310125772188034 -AutoMOPSO,DTLZ3,EP,20,0.004611831075382988 -AutoMOPSO,DTLZ3,EP,21,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,22,0.7071067811865476 -AutoMOPSO,DTLZ3,EP,23,0.004583307766163669 -AutoMOPSO,DTLZ3,EP,24,0.004595047481443459 -AutoMOPSO,DTLZ4,EP,0,0.004283047853269495 -AutoMOPSO,DTLZ4,EP,1,0.004665319191455297 -AutoMOPSO,DTLZ4,EP,2,0.004565919454622147 -AutoMOPSO,DTLZ4,EP,3,0.004829428154324078 -AutoMOPSO,DTLZ4,EP,4,0.004391924273083103 -AutoMOPSO,DTLZ4,EP,5,0.0045753958802242645 -AutoMOPSO,DTLZ4,EP,6,0.004603502205082988 -AutoMOPSO,DTLZ4,EP,7,0.004338603712930156 -AutoMOPSO,DTLZ4,EP,8,0.004551426747754994 -AutoMOPSO,DTLZ4,EP,9,0.00436511062399747 -AutoMOPSO,DTLZ4,EP,10,0.0044077964769484446 -AutoMOPSO,DTLZ4,EP,11,0.004579376162595072 -AutoMOPSO,DTLZ4,EP,12,0.004605331489829778 -AutoMOPSO,DTLZ4,EP,13,0.004337938940645936 -AutoMOPSO,DTLZ4,EP,14,0.004690182945368604 -AutoMOPSO,DTLZ4,EP,15,0.004285987751866838 -AutoMOPSO,DTLZ4,EP,16,0.004567514162722941 -AutoMOPSO,DTLZ4,EP,17,0.004473276582798169 -AutoMOPSO,DTLZ4,EP,18,0.004935003278152217 -AutoMOPSO,DTLZ4,EP,19,0.004369547883944946 -AutoMOPSO,DTLZ4,EP,20,0.0045362011224721055 -AutoMOPSO,DTLZ4,EP,21,0.004487373203511336 -AutoMOPSO,DTLZ4,EP,22,0.004489387440194004 -AutoMOPSO,DTLZ4,EP,23,0.004680893355581639 -AutoMOPSO,DTLZ4,EP,24,0.004652399393079487 -AutoMOPSO,DTLZ5,EP,0,0.004312233230692075 -AutoMOPSO,DTLZ5,EP,1,0.004358662781402511 -AutoMOPSO,DTLZ5,EP,2,0.004434486447604247 -AutoMOPSO,DTLZ5,EP,3,0.0044415635988707125 -AutoMOPSO,DTLZ5,EP,4,0.00432816720242768 -AutoMOPSO,DTLZ5,EP,5,0.004224049624563464 -AutoMOPSO,DTLZ5,EP,6,0.0045019429327309846 -AutoMOPSO,DTLZ5,EP,7,0.004362152791737239 -AutoMOPSO,DTLZ5,EP,8,0.004472622037125729 -AutoMOPSO,DTLZ5,EP,9,0.004471615891790237 -AutoMOPSO,DTLZ5,EP,10,0.004530767901433808 -AutoMOPSO,DTLZ5,EP,11,0.0044552213358712844 -AutoMOPSO,DTLZ5,EP,12,0.0043148998460900145 -AutoMOPSO,DTLZ5,EP,13,0.00448579898497492 -AutoMOPSO,DTLZ5,EP,14,0.00442891301347903 -AutoMOPSO,DTLZ5,EP,15,0.004443552368268766 -AutoMOPSO,DTLZ5,EP,16,0.0049193186629472585 -AutoMOPSO,DTLZ5,EP,17,0.004431728214020159 -AutoMOPSO,DTLZ5,EP,18,0.004299479254129102 -AutoMOPSO,DTLZ5,EP,19,0.004493513408057148 -AutoMOPSO,DTLZ5,EP,20,0.004128708131690306 -AutoMOPSO,DTLZ5,EP,21,0.0044856952437281605 -AutoMOPSO,DTLZ5,EP,22,0.004385663916901428 -AutoMOPSO,DTLZ5,EP,23,0.004330944359551725 -AutoMOPSO,DTLZ5,EP,24,0.004216554595621758 -AutoMOPSO,DTLZ6,EP,0,0.0041859818951850425 -AutoMOPSO,DTLZ6,EP,1,0.004097569688479241 -AutoMOPSO,DTLZ6,EP,2,0.003975840041090306 -AutoMOPSO,DTLZ6,EP,3,0.004046667681786076 -AutoMOPSO,DTLZ6,EP,4,0.004508682246436968 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-NSGAII,ZDT1,SP,7,0.36751202177036935 -NSGAII,ZDT1,SP,8,0.2941856018564947 -NSGAII,ZDT1,SP,9,0.3405251388821685 -NSGAII,ZDT1,SP,10,0.35035231274083417 -NSGAII,ZDT1,SP,11,0.37377551706837886 -NSGAII,ZDT1,SP,12,0.3484800253183829 -NSGAII,ZDT1,SP,13,0.3053533230673387 -NSGAII,ZDT1,SP,14,0.39271120898826206 -NSGAII,ZDT1,SP,15,0.3235361567643656 -NSGAII,ZDT1,SP,16,0.3572205828521933 -NSGAII,ZDT1,SP,17,0.36237667124437567 -NSGAII,ZDT1,SP,18,0.3399033496695237 -NSGAII,ZDT1,SP,19,0.32723714031977835 -NSGAII,ZDT1,SP,20,0.3216403737704696 -NSGAII,ZDT1,SP,21,0.34070288378375807 -NSGAII,ZDT1,SP,22,0.3002263648537988 -NSGAII,ZDT1,SP,23,0.31638723492233084 -NSGAII,ZDT1,SP,24,0.33280839395029704 -NSGAII,ZDT2,SP,0,0.3907418786581606 -NSGAII,ZDT2,SP,1,0.3758143157131112 -NSGAII,ZDT2,SP,2,0.3861874134630071 -NSGAII,ZDT2,SP,3,0.3131862734140183 -NSGAII,ZDT2,SP,4,0.37454440537349476 -NSGAII,ZDT2,SP,5,0.40739915506070856 -NSGAII,ZDT2,SP,6,0.34159623760878416 -NSGAII,ZDT2,SP,7,0.33299039065170744 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-NSGAII,ZDT3,SP,9,0.7704027268577104 -NSGAII,ZDT3,SP,10,0.7699106663256657 -NSGAII,ZDT3,SP,11,0.7756860141300876 -NSGAII,ZDT3,SP,12,0.7331307841687094 -NSGAII,ZDT3,SP,13,0.7410825291105831 -NSGAII,ZDT3,SP,14,0.735884123506205 -NSGAII,ZDT3,SP,15,0.7331370049469753 -NSGAII,ZDT3,SP,16,0.73621877956257 -NSGAII,ZDT3,SP,17,0.7364660261438594 -NSGAII,ZDT3,SP,18,0.7440094106950684 -NSGAII,ZDT3,SP,19,0.7377799142665709 -NSGAII,ZDT3,SP,20,0.7357761115148448 -NSGAII,ZDT3,SP,21,0.7753492388048839 -NSGAII,ZDT3,SP,22,0.7387218945143674 -NSGAII,ZDT3,SP,23,0.7447891910975771 -NSGAII,ZDT3,SP,24,0.7320861271364072 -NSGAII,ZDT4,SP,0,0.4035283387071808 -NSGAII,ZDT4,SP,1,0.4159840086843571 -NSGAII,ZDT4,SP,2,0.3349001417443739 -NSGAII,ZDT4,SP,3,0.4221341286404693 -NSGAII,ZDT4,SP,4,0.38393576809523766 -NSGAII,ZDT4,SP,5,0.32237274162299584 -NSGAII,ZDT4,SP,6,0.3211274976788538 -NSGAII,ZDT4,SP,7,0.3358852369436556 -NSGAII,ZDT4,SP,8,0.30452758034565547 -NSGAII,ZDT4,SP,9,0.3806046478477003 -NSGAII,ZDT4,SP,10,0.29371208494444345 -NSGAII,ZDT4,SP,11,0.3667022102216242 -NSGAII,ZDT4,SP,12,0.35997581043599697 -NSGAII,ZDT4,SP,13,0.38502861939331434 -NSGAII,ZDT4,SP,14,0.30851467995484605 -NSGAII,ZDT4,SP,15,0.3552694619671441 -NSGAII,ZDT4,SP,16,0.35660806360931097 -NSGAII,ZDT4,SP,17,0.35730181693507823 -NSGAII,ZDT4,SP,18,0.37639029301736093 -NSGAII,ZDT4,SP,19,0.37228880024414573 -NSGAII,ZDT4,SP,20,0.35650281417423946 -NSGAII,ZDT4,SP,21,0.3443532922130311 -NSGAII,ZDT4,SP,22,0.3150818017204908 -NSGAII,ZDT4,SP,23,0.3867063267082315 -NSGAII,ZDT4,SP,24,0.3485987023291505 -NSGAII,ZDT6,SP,0,0.3144371485390944 -NSGAII,ZDT6,SP,1,0.30125305345164743 -NSGAII,ZDT6,SP,2,0.2897550694153456 -NSGAII,ZDT6,SP,3,0.3365146409521245 -NSGAII,ZDT6,SP,4,0.3036495523142003 -NSGAII,ZDT6,SP,5,0.32805032066129824 -NSGAII,ZDT6,SP,6,0.3014496488544112 -NSGAII,ZDT6,SP,7,0.31314050866738496 -NSGAII,ZDT6,SP,8,0.3340482171891489 -NSGAII,ZDT6,SP,9,0.3253098729576167 -NSGAII,ZDT6,SP,10,0.3639168130318504 -NSGAII,ZDT6,SP,11,0.3684514715548616 -NSGAII,ZDT6,SP,12,0.3797666634445852 -NSGAII,ZDT6,SP,13,0.3050631883650879 -NSGAII,ZDT6,SP,14,0.31587956321563326 -NSGAII,ZDT6,SP,15,0.3111454637251069 -NSGAII,ZDT6,SP,16,0.3071963198990871 -NSGAII,ZDT6,SP,17,0.34548654953944574 -NSGAII,ZDT6,SP,18,0.2968349229094094 -NSGAII,ZDT6,SP,19,0.33801475325790736 -NSGAII,ZDT6,SP,20,0.3537862930527659 -NSGAII,ZDT6,SP,21,0.37888568133571604 -NSGAII,ZDT6,SP,22,0.34202921579866785 -NSGAII,ZDT6,SP,23,0.274943371698445 -NSGAII,ZDT6,SP,24,0.33236138343945526 -NSGAII,DTLZ1,SP,0,0.32619402116106744 -NSGAII,DTLZ1,SP,1,0.33865996341347543 -NSGAII,DTLZ1,SP,2,0.598889324944719 -NSGAII,DTLZ1,SP,3,0.34818148461460907 -NSGAII,DTLZ1,SP,4,0.43209821359813533 -NSGAII,DTLZ1,SP,5,0.31553092170234975 -NSGAII,DTLZ1,SP,6,0.28159678307564723 -NSGAII,DTLZ1,SP,7,0.35480452296893505 -NSGAII,DTLZ1,SP,8,0.2683450718622992 -NSGAII,DTLZ1,SP,9,0.3538826075437657 -NSGAII,DTLZ1,SP,10,0.33413756991810195 -NSGAII,DTLZ1,SP,11,0.30093658678013807 -NSGAII,DTLZ1,SP,12,0.33862807537697676 -NSGAII,DTLZ1,SP,13,0.29483112004003414 -NSGAII,DTLZ1,SP,14,0.43026491238854897 -NSGAII,DTLZ1,SP,15,0.3667340278843964 -NSGAII,DTLZ1,SP,16,0.3703266053035053 -NSGAII,DTLZ1,SP,17,0.3332346634051562 -NSGAII,DTLZ1,SP,18,0.299618631645274 -NSGAII,DTLZ1,SP,19,0.30007734324504426 -NSGAII,DTLZ1,SP,20,0.35124947706550386 -NSGAII,DTLZ1,SP,21,0.34051815319194667 -NSGAII,DTLZ1,SP,22,0.35010763972878883 -NSGAII,DTLZ1,SP,23,0.32626439434062665 -NSGAII,DTLZ1,SP,24,0.3562492154826957 -NSGAII,DTLZ2,SP,0,0.32541170877015135 -NSGAII,DTLZ2,SP,1,0.36768862800685137 -NSGAII,DTLZ2,SP,2,0.3595062431737934 -NSGAII,DTLZ2,SP,3,0.3570491558699713 -NSGAII,DTLZ2,SP,4,0.3152771087846175 -NSGAII,DTLZ2,SP,5,0.34132459664927206 -NSGAII,DTLZ2,SP,6,0.34610086443635113 -NSGAII,DTLZ2,SP,7,0.373253458744219 -NSGAII,DTLZ2,SP,8,0.39457944894297065 -NSGAII,DTLZ2,SP,9,0.3719820163569202 -NSGAII,DTLZ2,SP,10,0.3357766625191111 -NSGAII,DTLZ2,SP,11,0.32036015890920533 -NSGAII,DTLZ2,SP,12,0.3642316762584861 -NSGAII,DTLZ2,SP,13,0.36418075844638786 -NSGAII,DTLZ2,SP,14,0.3344893157091243 -NSGAII,DTLZ2,SP,15,0.3440397605055584 -NSGAII,DTLZ2,SP,16,0.3625599458787311 -NSGAII,DTLZ2,SP,17,0.34346201900826445 -NSGAII,DTLZ2,SP,18,0.3388127472844985 -NSGAII,DTLZ2,SP,19,0.34559703441678336 -NSGAII,DTLZ2,SP,20,0.365670473456609 -NSGAII,DTLZ2,SP,21,0.36557641099246435 -NSGAII,DTLZ2,SP,22,0.32520561742965604 -NSGAII,DTLZ2,SP,23,0.3485362653190764 -NSGAII,DTLZ2,SP,24,0.3710424511878272 -NSGAII,DTLZ3,SP,0,1.1536341979338822 -NSGAII,DTLZ3,SP,1,0.36462576928991147 -NSGAII,DTLZ3,SP,2,1.206350696806275 -NSGAII,DTLZ3,SP,3,0.4979525567187508 -NSGAII,DTLZ3,SP,4,1.015889959731024 -NSGAII,DTLZ3,SP,5,0.7784615074157073 -NSGAII,DTLZ3,SP,6,0.721654706584464 -NSGAII,DTLZ3,SP,7,0.9458939847934731 -NSGAII,DTLZ3,SP,8,1.182987508085547 -NSGAII,DTLZ3,SP,9,0.8991561038030708 -NSGAII,DTLZ3,SP,10,1.1674417268488302 -NSGAII,DTLZ3,SP,11,1.029454032194667 -NSGAII,DTLZ3,SP,12,0.6270308042168512 -NSGAII,DTLZ3,SP,13,1.0790554659577896 -NSGAII,DTLZ3,SP,14,0.9311940595711343 -NSGAII,DTLZ3,SP,15,0.8965534639942452 -NSGAII,DTLZ3,SP,16,1.126155533001608 -NSGAII,DTLZ3,SP,17,1.0125144715246226 -NSGAII,DTLZ3,SP,18,1.0942242096621353 -NSGAII,DTLZ3,SP,19,0.9560856946005429 -NSGAII,DTLZ3,SP,20,0.6009599840028034 -NSGAII,DTLZ3,SP,21,0.5941944042060245 -NSGAII,DTLZ3,SP,22,0.9182572678331566 -NSGAII,DTLZ3,SP,23,0.8818984010115003 -NSGAII,DTLZ3,SP,24,1.0094570698402847 -NSGAII,DTLZ4,SP,0,0.9999999999983569 -NSGAII,DTLZ4,SP,1,0.40209239387899703 -NSGAII,DTLZ4,SP,2,0.37489395800807085 -NSGAII,DTLZ4,SP,3,0.40248615262471116 -NSGAII,DTLZ4,SP,4,0.37612116248417554 -NSGAII,DTLZ4,SP,5,1.0000000039186125 -NSGAII,DTLZ4,SP,6,0.9999999999991677 -NSGAII,DTLZ4,SP,7,0.3342070007951397 -NSGAII,DTLZ4,SP,8,0.3692580314393728 -NSGAII,DTLZ4,SP,9,0.3750558177728485 -NSGAII,DTLZ4,SP,10,0.31425691839887315 -NSGAII,DTLZ4,SP,11,0.34997714932741975 -NSGAII,DTLZ4,SP,12,1.0 -NSGAII,DTLZ4,SP,13,0.9999999999859169 -NSGAII,DTLZ4,SP,14,0.37210583884213727 -NSGAII,DTLZ4,SP,15,0.36297475461693035 -NSGAII,DTLZ4,SP,16,0.3722073176422767 -NSGAII,DTLZ4,SP,17,0.9999999954554294 -NSGAII,DTLZ4,SP,18,0.3728304871609042 -NSGAII,DTLZ4,SP,19,0.37968118587506394 -NSGAII,DTLZ4,SP,20,0.9999999999999639 -NSGAII,DTLZ4,SP,21,0.3315154050379852 -NSGAII,DTLZ4,SP,22,0.9999999999942876 -NSGAII,DTLZ4,SP,23,0.40932410512567785 -NSGAII,DTLZ4,SP,24,0.9999999930259926 -NSGAII,DTLZ5,SP,0,0.3138488676776149 -NSGAII,DTLZ5,SP,1,0.3966035072705455 -NSGAII,DTLZ5,SP,2,0.3449064739146954 -NSGAII,DTLZ5,SP,3,0.34821694673765574 -NSGAII,DTLZ5,SP,4,0.36808336876660963 -NSGAII,DTLZ5,SP,5,0.3381208607197322 -NSGAII,DTLZ5,SP,6,0.40981268768954604 -NSGAII,DTLZ5,SP,7,0.4089096324531541 -NSGAII,DTLZ5,SP,8,0.3486021958951359 -NSGAII,DTLZ5,SP,9,0.3764962463397403 -NSGAII,DTLZ5,SP,10,0.28768739598282883 -NSGAII,DTLZ5,SP,11,0.40362369453219715 -NSGAII,DTLZ5,SP,12,0.33756314293880074 -NSGAII,DTLZ5,SP,13,0.34782077861144856 -NSGAII,DTLZ5,SP,14,0.3521836349257411 -NSGAII,DTLZ5,SP,15,0.32025516732210596 -NSGAII,DTLZ5,SP,16,0.37528881101083145 -NSGAII,DTLZ5,SP,17,0.4016819583790424 -NSGAII,DTLZ5,SP,18,0.34899193405670387 -NSGAII,DTLZ5,SP,19,0.3296897105650416 -NSGAII,DTLZ5,SP,20,0.3886282217089533 -NSGAII,DTLZ5,SP,21,0.3178314042852974 -NSGAII,DTLZ5,SP,22,0.3537928642971908 -NSGAII,DTLZ5,SP,23,0.3489864009799161 -NSGAII,DTLZ5,SP,24,0.3162183883968314 -NSGAII,DTLZ6,SP,0,0.40663362745323445 -NSGAII,DTLZ6,SP,1,0.41981732019113327 -NSGAII,DTLZ6,SP,2,0.513583333999012 -NSGAII,DTLZ6,SP,3,0.5586243609246657 -NSGAII,DTLZ6,SP,4,0.4063564124301992 -NSGAII,DTLZ6,SP,5,0.4127103076281998 -NSGAII,DTLZ6,SP,6,0.5060301956124349 -NSGAII,DTLZ6,SP,7,0.4034639596690846 -NSGAII,DTLZ6,SP,8,0.5154290371816027 -NSGAII,DTLZ6,SP,9,0.39375640881227436 -NSGAII,DTLZ6,SP,10,0.7338489765939388 -NSGAII,DTLZ6,SP,11,0.7662266344166918 -NSGAII,DTLZ6,SP,12,0.40600247396312605 -NSGAII,DTLZ6,SP,13,0.5899108591379124 -NSGAII,DTLZ6,SP,14,0.48946161433448904 -NSGAII,DTLZ6,SP,15,0.6394647861133652 -NSGAII,DTLZ6,SP,16,0.3684250070675721 -NSGAII,DTLZ6,SP,17,0.9308087366381154 -NSGAII,DTLZ6,SP,18,0.3735999027370229 -NSGAII,DTLZ6,SP,19,0.4467140263402644 -NSGAII,DTLZ6,SP,20,0.40798728272259205 -NSGAII,DTLZ6,SP,21,0.5457480025897072 -NSGAII,DTLZ6,SP,22,0.4500730145093222 -NSGAII,DTLZ6,SP,23,0.4810967733461393 -NSGAII,DTLZ6,SP,24,0.6925190127223988 -NSGAII,DTLZ7,SP,0,0.6115741684521316 -NSGAII,DTLZ7,SP,1,0.6201942736528957 -NSGAII,DTLZ7,SP,2,0.6130616107001489 -NSGAII,DTLZ7,SP,3,0.5935099128386249 -NSGAII,DTLZ7,SP,4,0.6047089091599723 -NSGAII,DTLZ7,SP,5,0.5582522734049279 -NSGAII,DTLZ7,SP,6,0.6337156610085614 -NSGAII,DTLZ7,SP,7,0.5876644076687956 -NSGAII,DTLZ7,SP,8,0.6278841911547745 -NSGAII,DTLZ7,SP,9,0.617292404454597 -NSGAII,DTLZ7,SP,10,0.6235458628550522 -NSGAII,DTLZ7,SP,11,0.6263440867186711 -NSGAII,DTLZ7,SP,12,0.6238687324651878 -NSGAII,DTLZ7,SP,13,0.6098388662850176 -NSGAII,DTLZ7,SP,14,0.6099255215469589 -NSGAII,DTLZ7,SP,15,0.6006142594954283 -NSGAII,DTLZ7,SP,16,0.5785224950725424 -NSGAII,DTLZ7,SP,17,0.6437777178660847 -NSGAII,DTLZ7,SP,18,0.599399952358284 -NSGAII,DTLZ7,SP,19,0.602156096743525 -NSGAII,DTLZ7,SP,20,0.6191688538673723 -NSGAII,DTLZ7,SP,21,0.6222235191979789 -NSGAII,DTLZ7,SP,22,0.6073351848319954 -NSGAII,DTLZ7,SP,23,0.6018548287077309 -NSGAII,DTLZ7,SP,24,0.5935818787339182 -NSGAII,WFG1,SP,0,0.7272170271085235 -NSGAII,WFG1,SP,1,0.7399805422576036 -NSGAII,WFG1,SP,2,0.6662484216932398 -NSGAII,WFG1,SP,3,0.7203417384662116 -NSGAII,WFG1,SP,4,0.6949901999178852 -NSGAII,WFG1,SP,5,0.7530811499043025 -NSGAII,WFG1,SP,6,0.7850763018191892 -NSGAII,WFG1,SP,7,0.7056423676708871 -NSGAII,WFG1,SP,8,0.810681546760121 -NSGAII,WFG1,SP,9,0.7854706222777962 -NSGAII,WFG1,SP,10,0.7156175107848304 -NSGAII,WFG1,SP,11,0.7283588461610351 -NSGAII,WFG1,SP,12,0.6875700605095851 -NSGAII,WFG1,SP,13,0.6949075379707752 -NSGAII,WFG1,SP,14,0.6624334880838908 -NSGAII,WFG1,SP,15,0.761860279395632 -NSGAII,WFG1,SP,16,0.7639855770929042 -NSGAII,WFG1,SP,17,0.7318846063110934 -NSGAII,WFG1,SP,18,0.7285805867027839 -NSGAII,WFG1,SP,19,0.6848315778390829 -NSGAII,WFG1,SP,20,0.6514231475789406 -NSGAII,WFG1,SP,21,0.7093172353367398 -NSGAII,WFG1,SP,22,0.6980748706648963 -NSGAII,WFG1,SP,23,0.7580680828684009 -NSGAII,WFG1,SP,24,0.6122978784715478 -NSGAII,WFG2,SP,0,0.7810928312935443 -NSGAII,WFG2,SP,1,0.7886723413075277 -NSGAII,WFG2,SP,2,0.784749920014094 -NSGAII,WFG2,SP,3,0.788054021635192 -NSGAII,WFG2,SP,4,0.7803861826119767 -NSGAII,WFG2,SP,5,0.7744355018838641 -NSGAII,WFG2,SP,6,0.7780333059164808 -NSGAII,WFG2,SP,7,0.7679351747022022 -NSGAII,WFG2,SP,8,0.7750866094425843 -NSGAII,WFG2,SP,9,0.7779531872029578 -NSGAII,WFG2,SP,10,0.780149378393983 -NSGAII,WFG2,SP,11,0.7665574443811733 -NSGAII,WFG2,SP,12,0.7715766724016015 -NSGAII,WFG2,SP,13,0.7701877410335121 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